{"id":"W2055463878","doi":"10.2337/dc11-2081","title":"Zinc Transporter-8 Autoantibodies Improve Prediction of Type 1 Diabetes in Relatives Positive for the Standard Biochemical Autoantibodies","year":2012,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Institute of Child Health and Human Development; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Allergy and Infectious Diseases; U.S. National Library of Medicine; Juvenile Diabetes Research Foundation International; National Institutes of Health; National Center for Research Resources; American Diabetes Association","keywords":"Autoantibody; Medicine; Diabetes mellitus; Type 1 diabetes; Internal medicine; Type 2 diabetes; Endocrinology; Immunology; Antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007789573,0.0007214802,0.0004396216,0.0006717329,0.0004271073,0.0004058828,0.0003143028,0.0007213284,0.001829877],"category_scores_gemma":[0.005117695,0.0002813455,0.0004494643,0.0004014313,0.0002174337,0.0003808113,0.0003429538,0.0004925207,0.0004781701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002013421,"about_ca_system_score_gemma":0.0001276422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003107348,"about_ca_topic_score_gemma":0.002659162,"domain_scores_codex":[0.9994534,0.0002235668,0.00004912839,0.0001511063,0.00006264261,0.00006022075],"domain_scores_gemma":[0.9985018,0.0005196471,0.0005765081,0.000105779,0.00009346229,0.0002029075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003762586,0.0000307365,0.9972926,0.000004387442,0.00003595519,0.0001814875,0.0000384471,0.00006244754,0.0004053346,0.000006520502,0.00005977107,0.001506091],"study_design_scores_gemma":[0.00002403519,0.0003829374,0.9956832,0.00001382807,0.0001053248,0.002102521,0.0001358848,0.000998725,0.0003178534,0.00005205151,0.0001771381,0.000006468318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994418,0.0002042393,0.0000696906,0.00002356383,0.000007910377,0.000001713621,0.00003429472,0.00000522003,0.0002115421],"genre_scores_gemma":[0.999716,0.00003838782,0.00009274756,0.000009578439,0.000006809109,9.367193e-7,0.00003394136,0.000001196983,0.0001004839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003107348,"threshold_uncertainty_score":0.006178498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005843289432640629,"score_gpt":0.230428294995669,"score_spread":0.2245850055630284,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}